{"id":21071014,"url":"https://github.com/isa1asn/local-rag","last_synced_at":"2025-08-25T01:36:37.660Z","repository":{"id":232197182,"uuid":"783586519","full_name":"Isa1asN/local-rag","owner":"Isa1asN","description":"Local rag using ollama, langchain and chroma.","archived":false,"fork":false,"pushed_at":"2024-07-08T09:11:14.000Z","size":254,"stargazers_count":25,"open_issues_count":2,"forks_count":7,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-11T00:31:52.674Z","etag":null,"topics":["chatbot","chatpdf","chroma","langchain-python","llama2","ollama","rag","streamlit"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Isa1asN.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-04-08T07:25:05.000Z","updated_at":"2025-05-09T15:10:41.000Z","dependencies_parsed_at":null,"dependency_job_id":"f154a5a8-925d-4383-b75c-5053eeed7927","html_url":"https://github.com/Isa1asN/local-rag","commit_stats":{"total_commits":9,"total_committers":2,"mean_commits":4.5,"dds":0.2222222222222222,"last_synced_commit":"80f4ef47caf7d1c2872ec196e0863989ec1d5e9a"},"previous_names":["isa1asn/local-rag"],"tags_count":0,"template":false,"template_full_name":"othneildrew/Best-README-Template","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Isa1asN%2Flocal-rag","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Isa1asN%2Flocal-rag/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Isa1asN%2Flocal-rag/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Isa1asN%2Flocal-rag/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Isa1asN","download_url":"https://codeload.github.com/Isa1asN/local-rag/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254474046,"owners_count":22077203,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["chatbot","chatpdf","chroma","langchain-python","llama2","ollama","rag","streamlit"],"created_at":"2024-11-19T18:49:13.741Z","updated_at":"2025-05-16T05:31:11.313Z","avatar_url":"https://github.com/Isa1asN.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003c!-- Improved compatibility of back to top link: See: https://github.com/othneildrew/Best-README-Template/pull/73 --\u003e\n\u003ca name=\"readme-top\"\u003e\u003c/a\u003e\n\n\u003cbr /\u003e\n\u003cdiv align=\"center\"\u003e\n  \u003ca href=\"https://github.com/Isa1asN/local-rag\"\u003e\n    \u003cdiv style=\"background-color: white;\"\u003e\n      \u003cimg src=\"images/logoimg.png\" alt=\"Logo\"\u003e\n    \u003c/div\u003e\n  \u003c/a\u003e\n\n\u003ch1 align=\"center\"\u003eLocal RAG: Langchain + Ollama + Streamlit \u003c/h1\u003e\n\n  \u003cp align=\"center\"\u003e\n    Build your own RAG (chatPDF) and run it locally.\n  \u003c/p\u003e\n  \u003cimg src=\"https://github.com/Isa1asN/local-rag/blob/master/images/screenshot.png?raw=true\" alt=\"sshot\"\u003e\n\n\u003c/div\u003e\n\nSetups:\n- install ollama from https://ollama.ai/ \n- pull the llama3:latest model on ollama using the command `ollama pull llama3:latest`\n- install the requirements using `pip install -r requirements.txt`\n- run the streamlit app using `streamlit run main.py`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fisa1asn%2Flocal-rag","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fisa1asn%2Flocal-rag","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fisa1asn%2Flocal-rag/lists"}